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Machine Learning

HOW CAN MACHINE LEARNING ACCELERATE THE PACE OF DRUG DISCOVERY?

Posted on March 17, 2021March 17, 2021 | by aiuniverse

Source – https://www.analyticsinsight.net/ The new ML technique quickly calculates the binding affinities between drug candidates and their targets. Artificial intelligence and machine learning techniques are already proving effective in pharmaceutical procedures. Drug discovery is one of the crucial procedures to find new candidate medications in the field of medicine, biotechnology and pharmacology. According to the U.S. FDA, there are Read More

Machine Learning

Machine-learning technique could improve fusion energy outputs

Posted on October 13, 2020October 13, 2020 | by aiuniverse

Source: phys.org Machine-learning techniques, best known for teaching self-driving cars to stop at red lights, may soon help researchers around the world improve their control over the most complicated reaction known to science: nuclear fusion. Fusion reactions are typically hydrogen atoms heated to form a gaseous cloud called a plasma that releases energy as the particles bang into each Read More

Reinforcement Learning

Researchers develop technique to increase sample efficiency in reinforcement learning

Posted on February 12, 2020February 12, 2020 | by aiuniverse

Source: venturebeat.com In reinforcement learning, the goal generally is to spur an AI-driven agent to complete tasks via systems of rewards. This is achieved either by learning a mapping (a policy) from states to actions that maximize an expected return (policy gradients), or by inferring such a mapping by calculating the expected return for a given Read More

Reinforcement Learning

AI learning technique may illustrate function of reward pathways in the brain

Posted on January 18, 2020January 18, 2020 | by aiuniverse

Source: techxplore.com A team of researchers from DeepMind, University College and Harvard University has found that lessons learned in applying learning techniques to AI systems may help explain how reward pathways work in the brain. In their paper published in the journal Nature, the group describes comparing distributional reinforcement learning in a computer with dopamine processing Read More

Deep Learning

What is Deep Learning?

Posted on June 14, 2019 | by aiuniverse

Source:- roboticstomorrow.com Deep learning is capturing the attention of all of us as it is accomplishing outcomes that were not previously possible. Deep learning is a machine learning technique that teaches computers to learn by example just as we learned as a child. We see this technology in autonomous vehicles. It enables the vehicle to distinguish Read More